Daily AI Papers Briefing (2026-07-07)

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【本日の論文】
1. The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning
https://huggingface.co/papers/2606.29526
2. Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots
https://huggingface.co/papers/2607.02501
3. OrbitQuant: Data-Agnostic Quantization for Image and Video Diffusion Transformers
https://huggingface.co/papers/2607.02461
4. VLA-Corrector: Lightweight Detect-and-Correct Inference for Adaptive Action Horizon
https://huggingface.co/papers/2607.01804
5. DataComp-VLM: Improved Open Datasets for Vision-Language Models
https://huggingface.co/papers/2606.28551